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文化、大気汚染、そして医療AI:発展途上国のジレンマ」の英語長文問題

以下の英文を読み、設問に答えなさい。

The rapid development of artificial intelligence (AI) in medicine offers unprecedented opportunities for improving healthcare, particularly in developing nations grappling with limited resources and strained healthcare systems. However, the integration of AI into these contexts is fraught with complex challenges, intersecting with deeply rooted cultural beliefs, pervasive air pollution, and socio-economic disparities. In many developing countries, traditional healing practices coexist alongside modern medicine. These traditional methods, often deeply embedded in cultural identity and community trust, may be resistant to the adoption of AI-driven diagnostics and treatments. For example, a reliance on herbal remedies or spiritual healing might lead to skepticism towards AI's objective data analysis, hindering its effective implementation. Furthermore, the digital divide, with unequal access to technology and internet connectivity, exacerbates this challenge, creating a disparity in access to AI-powered healthcare between urban and rural populations. The pervasive issue of air pollution further complicates the picture. High levels of air pollution are linked to a range of respiratory and cardiovascular diseases, placing a significant strain on already overburdened healthcare systems. The increased prevalence of these diseases necessitates increased diagnostic and treatment capacity, which AI could theoretically alleviate. However, the very same air pollution can damage sensitive AI equipment, impacting its reliability and functionality, particularly in resource-constrained environments where maintenance and repairs are difficult to obtain. The socio-economic context is crucial. While AI offers the potential for more efficient and equitable healthcare, its high initial investment costs and ongoing maintenance requirements often pose a barrier to adoption. Furthermore, the lack of skilled professionals trained to operate and maintain AI systems can hinder their widespread implementation. This requires substantial investment in education and training, further straining already limited resources. Ultimately, the successful integration of medical AI in developing countries hinges on a holistic approach that acknowledges and addresses the interwoven challenges of culture, air pollution, and socio-economic factors. Simply introducing advanced technology without considering these deeply rooted issues is unlikely to lead to sustainable improvements in healthcare.

1. According to the passage, what is a major obstacle to the adoption of AI in healthcare in developing countries?

2. How does the passage describe the relationship between traditional healing practices and AI in developing nations?

3. What is the impact of air pollution on the implementation of AI in healthcare, according to the passage?

4. What is the main argument of the passage?